Executive Summary
Cost Optimization
Fee Opportunity Analysis
Payment Risk Review
Treasury Insights
Scenario Modeling
Fee Analytics
Channel Deep Dive
Transaction Details
Ask Data
Brand Breakdown
Credit
Debit
Other
Sales by Document Date (in Billions)
Issuer Details
Trailing Period Comparison
Potential Fee Optimization Opportunities
Fee categories with potential for reduction across all merchants, processors, and card networks
Monthly Leakage Trend
Top 5 Cost Drivers — Per-Ticket Impact
Risk Score Assessment
Leakage Waterfall by Category
Executive Summary — One Pager
Cost Optimization — Potential Savings
Detail Model | --
🛫 Route-Level Fee Hotspots
🏢 Agency Fee Benchmarking
📋 Corporate Program Rate Comparison
🖥️ Point-of-Sale Channel Analysis
💰 Estimated Annual Savings Waterfall
Payment Risk Assessment
Analysis of invalid BINs, decline rates, and chargeback ratios
Invalid BIN Escalation Timeline
Worst-Case Monthly Fee Spike Scenarios
Processor Penalty Thresholds vs Current Position
Blacklisting Probability Assessment
Treasury Visibility & Insights
Cash flow impact analysis, fee trends, seasonal patterns, and international cost drivers
Cash Flow Drag — Monthly Fee Burden
Month-over-Month Fee Inflation
Seasonal Fee Spikes
International vs Domestic Leakage
🔥 Top 10 Merchants Bleeding the Most
90-Day Forward Projection: If We Do Nothing
Scenario Modeling: Stress Test Analysis
BIN-level simulation using actual ticket-level transaction patterns
Cascade Timeline — How Fast It Escalates
Cost Breakdown by Impact Type
Prevention ROI Analysis
Executive Report
Fee Analytics & Optimization
1. Effective Rate Decomposition
Rate Components Monthly Trend
2. Invalid Card / Data Quality Cost
3. Refund Impact Analysis
Refund Rate by Brand
4. Domestic vs International Rate Spread
5. Average Transaction Size (ATS) by Segment
6. Issuer Concentration & Rate Variance
7. Non-Compliance & Avoidable Fees
8. Processor Cost Comparison
9. Currency Mix & FX Exposure
10. Payment Timing / Settlement Lag
11. Charge Code Granularity
12. SAP Reconciliation Gap
Channel Deep Dive
Transaction Details
| Period | Merchant ID | Merchant Name | Brand | Credit/Debit | Category | Dom/Intl | Channel | Processor | Sales (USD) | Expense (USD) | Fee Rate | Txns |
|---|
Ask Your Data
Welcome! I can help you explore your Merchant Fee data. Try asking questions like:
- "What are total sales and expenses for AMEX this year?"
- "Show me the top 10 issuers by sales volume"
- "What is the fee rate for domestic credit card transactions?"
- "Compare Visa vs MasterCard rates by month"
- "Which merchants have the highest expense rate?"
- "Show refund volume by brand for March 2026"
- "What are non-compliance fees by month?"